Adaptive cognitive testing in dementia

被引:20
作者
Wouters, Hans [1 ]
Zwinderman, Aeilko H. [1 ]
van Gool, Willem A. [2 ]
Schmand, Ben [2 ,3 ]
Lindeboom, Robert [1 ]
机构
[1] Acad Med Ctr, Dept Clin Epidemiol Biostat & Bioinformat, NL-1100 DD Amsterdam, Netherlands
[2] Univ Amsterdam, Acad Med Ctr, Dept Neurol, NL-1105 AZ Amsterdam, Netherlands
[3] Univ Amsterdam, Dept Psychol, Amsterdam, Netherlands
关键词
neuropsychological assessment; cognitive screening for dementia; cost effectiveness/economic; Computerized Adaptive Testing; item response theory; ALZHEIMERS-DISEASE; VALID MEASURES; RIVASTIGMINE; PERFORMANCE; IMPAIRMENTS; DIAGNOSIS; EFFICIENT;
D O I
10.1002/mpr.283
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
The objective of this study was to investigate whether the Cambridge Cognitive Examination (CAMCOG), a widely used screening test for dementia, can be tailored to the individual patient with Computerized Adaptive Testing (CAT). CAT accomplishes this by only using items that are appropriate for the level of ability of the patient under investigation. Potential advantages of CAT for clinical practice and research are efficient cognitive testing and a reduction of the test burden in elderly patients and consequently less measurement error during testing. In a two step method with previously collected CAMCOG data (n = 797) (1) patient abilities and CAMCOG item difficulties were estimated with the One Parameter Logistic Model (OPLM), a Rasch type of model. CAT was then used (2) to re-estimate the patient abilities. Despite an average test reduction of 60%, CAT estimates were in excellent agreement (intra-class correlation >0.98) with the results based on the entire CAMCOG and they also had similar accuracy for the diagnosis of dementia (area under the curve 0.91) as the original CAMCOG. These results were replicated in an independent sample (n = 170). We conclude that tailored testing with CAT enables much more efficient screening for dementia than testing with an extensive instrument. Copyright (C) 2009 John Wiley & Sons, Ltd.
引用
收藏
页码:118 / 127
页数:10
相关论文
共 23 条
  • [21] ITEM BIAS IN COGNITIVE SCREENING MEASURES - COMPARISONS OF ELDERLY WHITE, AFRO-AMERICAN, HISPANIC AND HIGH AND LOW EDUCATION SUBGROUPS
    TERESI, JA
    GOLDEN, RR
    CROSS, P
    GURLAND, B
    KLEINMAN, M
    WILDER, D
    [J]. JOURNAL OF CLINICAL EPIDEMIOLOGY, 1995, 48 (04) : 473 - 483
  • [22] The two faces of Alzheimer's disease
    van Gool, WA
    Eikelenboom, P
    [J]. JOURNAL OF NEUROLOGY, 2000, 247 (07) : 500 - 505
  • [23] VERHELST ND, 1995, RASCH MODELS, P215